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librosa
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Building and training Speech Emotion Recognizer that predicts human emotions using Python, Sci-kit learn and Keras
machine-learning
deep-learning
sklearn
keras
recurrent-neural-networks
feature-extraction
neural-networks
support-vector-machine
mfcc
librosa
emotion-detection
gradient-boosting
emotion-recognition
kneighborsclassifier
random-forest-classifier
mlp-classifier
speech-emotion-recognition
emotion-recognizer
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Updated
Nov 21, 2022 - Python
Understanding emotions from audio files using neural networks and multiple datasets.
audio
python
machine-learning
deep-neural-networks
deep-learning
tensorflow
keras
songs
speech
emotion
python3
datascience
song
librosa
keras-neural-networks
audio-processing
classification-report
livingstone
emotion-classification-ravdess
ravdess-dataset
-
Updated
Nov 22, 2022 - Python
Lightweight and Interpretable ML Model for Speech Emotion Recognition and Ambiguity Resolution (trained on IEMOCAP dataset)
scikit-learn
pandas
python3
pytorch
lstm
librosa
speech-emotion-recognition
multimodal-emotion-recognition
iemocap
-
Updated
Jun 22, 2022 - Jupyter Notebook
A Machine Learning Approach of Emotional Model
data-science
machine-learning
feature-selection
feature-extraction
music-information-retrieval
digital-signal-processing
librosa
feature-scaling
-
Updated
Feb 4, 2021 - Python
In this project is presented a simple method to train an MLP neural network for audio signals. The trained model can be exported on a Raspberry Pi (2 or superior suggested) to classify audio signal registered with USB microphone
raspberry-pi
machine-learning
tensorflow
audio-analysis
dataset
raspberry
librosa
tensorflow-models
multilayer-perceptron-network
audio-signals
sound-classification
-
Updated
Nov 16, 2022 - Python
Python framework for Speech and Music Detection using Keras.
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Updated
Nov 21, 2022 - Python
Music Synthesis with Python talk, originally given at PyGotham 2017.
python
music
conference
interactive
csound
audio-analysis
supercollider
talk
music-information-retrieval
synthesis
lecture
mir
librosa
pyo
music-synthesis
-
Updated
Nov 20, 2017 - Jupyter Notebook
Music genre classification model using CRNN
music
deep-neural-networks
deep-learning
keras
audio-analysis
music-information-retrieval
recurrent-networks
convolutional-networks
deeplearning
fma
librosa
music-analysis
music-classification
mel-spectrograms
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Updated
Sep 27, 2018 - Python
基于PaddlePaddle实现的音频分类,博客地址:
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Updated
Nov 15, 2022 - Python
Image Processing, Speech Processing, Encoder Decoder, Research Paper implementation
image-processing
face-detection
librosa
research-paper
speech-processing
keras-tensorflow
encoder-decoder
speech-to-face
face-normalization
-
Updated
Apr 19, 2020 - Jupyter Notebook
Human Emotion Understanding using multimodal dataset.
python
machine-learning
deep-learning
tensorflow
keras
deeplearning
opensmile
librosa
audio-visual-speech-recognition
audio-visual
multimodal-emotion-recognition
audio-visualization
-
Updated
Jul 27, 2020 - Jupyter Notebook
Music genre classification from audio spectrograms using deep learning
music
pytorch
spectrogram
convolutional-neural-networks
music-genre-classification
librosa
multi-class-classification
music-genre-detection
music-genre-recognition
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Updated
Dec 8, 2019 - Python
(monophonic) audio to midi converter using Python and librosa
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Updated
Oct 9, 2022 - Python
Sound Classification using Neural Networks
machine-learning
deep-learning
sound-processing
neural-networks
convolutional-neural-networks
urban-sound-classification
librosa
cnn-keras
sound-classification
-
Updated
Feb 1, 2022 - Jupyter Notebook
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